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Automated software test data optimization has become a major aspect in quality of any software. For quality different test cases has to be performed for testing. In order to evaluate every aspect of the software program the number of test cases has increased tremendously. In this paper author have tried to evaluate different proposed techniques for automated software test data optimization and emphasize is made to extract the critical factors which need to be present in any technique to make the technique optimized one. These factors are then evaluated on the basis of different papers and concluded some results which are beneficial to work for the creation of an optimized technique.